24 citations · 39 across the 6 of their papers we have counts for
5 papers · 1 filter
Boosting Event Extraction with Denoised Structure-to-Text Augmentation
bo wang, Heyan Huang, Xiaochi Wei +6
Event extraction aims to recognize pre-defined event triggers and arguments from texts, which suffer from the lack of high-quality annotations. In most NLP applications, involving…
Reduce Indonesian Vocabularies with an Indonesian Sub-word Separator
Mukhlis Amien, Feng Chong, Huang Heyan
Indonesian is an agglutinative language since it has a compounding process of word-formation. Therefore, the translation model of this language requires a mechanism that is even lo…
Location-based Twitter Filtering for the Creation of Low-Resource Language Datasets in Indonesian Local Languages
Mukhlis Amien, Chong Feng, Heyan Huang
Twitter contains an abundance of linguistic data from the real world. We examine Twitter for user-generated content in low-resource languages such as local Indonesian. For NLP to w…
News-Driven Stock Prediction With Attention-Based Noisy Recurrent State Transition
Xiao Liu, Heyan Huang, Yue Zhang +1
We consider direct modeling of underlying stock value movement sequences over time in the news-driven stock movement prediction. A recurrent state transition model is constructed,…
Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding
Changsen Yuan, Heyan Huang, Chong Feng +2
Distant supervision for relation extraction is an efficient method to reduce labor costs and has been widely used to seek novel relational facts in large corpora, which can be iden…